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Ferramenta de Regressão Não-linear Múltipla com Redes Neurais Artificiais

Hugo Iver V. GonçalvesRodrigo C. M. CoimbraMarcelo LadeiraHércules Antônio do Prado

This paper presents a Java API called NeuralNetworkToolkit. This API was conceived to perform non-linear multiple regression, on a black-box approach, using a multiple-layer perceptron artificial neural network with Levenberg-Marquardt and backpropagation training. This algorithm offers faster training performance than the standard backpropagation algorithm and its variants. The Levenberg-Marquardt and its variants LMAM or OLMAM can be used as a powerful tool for non-linear approximation.

http://www.lbd.dcc.ufmg.br/colecoes/enia/2005/073.pdf

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